{"id":"W3042411959","doi":"10.1111/puar.13278","title":"An Empirical Assessment of the Intrusiveness and Reasonableness of Emerging Work Surveillance Technologies in the Public Sector","year":2020,"lang":"en","type":"article","venue":"Public Administration Review","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; École Nationale d'Administration Publique","funders":"","keywords":"Public sector; Work (physics); Workforce; Public relations; Business; Phone; Corporate governance; Public service; Political science; Engineering; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02868407,0.0002138353,0.0002645456,0.002594923,0.002174244,0.004618001,0.001170458,0.0009540666,0.00213597],"category_scores_gemma":[0.1301425,0.0004247048,0.0004844966,0.001564291,0.004965776,0.003151079,0.003025764,0.00213613,0.0002452153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200704,"about_ca_system_score_gemma":0.002780973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309761,"about_ca_topic_score_gemma":0.01465007,"domain_scores_codex":[0.9729635,0.01410001,0.002043596,0.00117959,0.008329635,0.001383668],"domain_scores_gemma":[0.7021365,0.1727049,0.07570789,0.01469497,0.03049563,0.004260145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000187828,0.0006475521,0.9087752,0.0001834173,0.00008373081,0.0001189958,0.06909778,0.000190067,0.0009402835,0.001265524,0.0002918916,0.0182179],"study_design_scores_gemma":[0.00001348275,0.0005806646,0.8496022,0.0002373291,0.0000452337,0.0001522256,0.1443574,0.0009913715,0.0009286727,0.0004274437,0.002627949,0.00003601554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955254,0.00007603772,0.0003861057,0.0002377567,0.000005087903,0.00005983822,0.00004147612,0.000003030526,0.003665222],"genre_scores_gemma":[0.9994251,0.00005116826,0.0002183482,0.00006324241,0.000005296505,0.00003504011,0.00002702989,0.000001693294,0.0001731279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02868407,"threshold_uncertainty_score":0.1516976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06600647886320607,"score_gpt":0.3590803965089071,"score_spread":0.293073917645701,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}